Habitat Suitability Report
Inputs
- Species: Gray seal (Halichoerus grypus)
- Thinning: Thinned observations
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Full extent
- Covariates used: seal specific (sst, dfs, velocity magnitude, xbtm)
- Metrics: evaluated using true skill statistic (tss)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | tss_max |
|---|---|
| rf | 0.7182540 |
| bt | 0.7039683 |
| maxnet | 0.6500000 |
| gam | 0.6198413 |
| glm | 0.5087302 |
Variable Importance
Partial Dependence
